Ruoyu Wang

According to our database, Ruoyu Wang authored at least 26 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SeGDroid: An Android malware detection method based on sensitive function call graph learning.

Zhen Liu, Ruoyu Wang, Nathalie Japkowicz, Heitor Murilo Gomes, Bitao Peng, Wenbin Zhang

Expert Syst. Appl., January, 2024

2022

Improving the generalization of unsupervised feature learning by using data from different sources on gene expression data for cancer diagnosis.

Zhen Liu, Ruoyu Wang, Wenbin Zhang

Medical Biol. Eng. Comput., 2022

A convolutional neural network based Android malware detection method with dynamic fine-tuning.

Zhen Liu, Ruoyu Wang, Bitao Peng, Qingqing Gan

Proceedings of the 32nd International Telecommunication Networks and Applications Conference, 2022

Research on fine-tuning CNN for cancer diagnosis with gene expression data.

Zhen Liu, Ruoyu Wang, Jin Yang, Wenbin Zhang

Proceedings of the ICMLC 2022: 14th International Conference on Machine Learning and Computing, Guangzhou, China, February 18, 2022

2021

Research on unsupervised feature learning for Android malware detection based on Restricted Boltzmann Machines.

Zhen Liu, Ruoyu Wang, Nathalie Japkowicz, Deyu Tang, Wenbin Zhang, Jie Zhao

Future Gener. Comput. Syst., 2021

Active Learning-Based Optimization of Scientific Experimental Design.

Ruoyu Wang

CoRR, 2021

An Unsupervised Feature Learning Method for Enhancing the Generalization of Cancer Diagnosis.

Zhen Liu, Ruoyu Wang, Wenbin Zhang, Deyu Tang

Proceedings of the ICMLC 2021: 13th International Conference on Machine Learning and Computing, 2021

2020

A sub-concept-based feature selection method for one-class classification.

Zhen Liu, Nathalie Japkowicz, Ruoyu Wang, Li Liu

Soft Comput., 2020

A statistical pattern based feature extraction method on system call traces for anomaly detection.

Zhen Liu, Nathalie Japkowicz, Ruoyu Wang, Yongming Cai, Deyu Tang, Xianfa Cai

Inf. Softw. Technol., 2020

Subconcept Based One Class Classification Method with Cluster Updating.

Zhen Liu, Nathalie Japkowicz, Ruoyu Wang

Proceedings of the ICMLC 2020: 2020 12th International Conference on Machine Learning and Computing, 2020

2019

Mobile app traffic flow feature extraction and selection for improving classification robustness.

Zhen Liu, Ruoyu Wang, Nathalie Japkowicz, Yongming Cai, Deyu Tang, Xianfa Cai

J. Netw. Comput. Appl., 2019

Adaptive learning on mobile network traffic data.

Zhen Liu, Nathalie Japkowicz, Ruoyu Wang, Deyu Tang

Connect. Sci., 2019

2018

Extending labeled mobile network traffic data by three levels traffic identification fusion.

Zhen Liu, Ruoyu Wang, Deyu Tang

Future Gener. Comput. Syst., 2018

Benchmark Data for Mobile App Traffic Research.

Ruoyu Wang, Zhen Liu, Yongming Cai, Deyu Tang, Jin Yang, Zhao Yang

Proceedings of the 15th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2018

2017

A hybrid method based on ensemble WELM for handling multi class imbalance in cancer microarray data.

Zhen Liu, Deyu Tang, Yongming Cai, Ruoyu Wang, Fuhua Chen

Neurocomputing, 2017

Objective cost-sensitive-boosting-WELM for handling multi class imbalance problem.

Zhen Liu, Deyu Tang, Jincheng Li, Ruoyu Wang

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016

SmoteAdaNL: a learning method for network traffic classification.

Zhen Liu, Ruoyu Wang, Ming Tao

J. Ambient Intell. Humaniz. Comput., 2016

Corrigendum to "A class-oriented feature selection approach for multi-class imbalanced network traffic datasets based on local and global metrics fusion" [Neurocomputing 168 (2015) 365-381].

Zhen Liu, Ruoyu Wang, Ming Tao, Xianfa Cai

Neurocomputing, 2016

A System for Linking Ground Truth to Mobile Network Traffic.

Zhen Liu, Ruoyu Wang, Deyu Tang, Peng Yang

Proceedings of the 13th International Conference on Mobile and Ubiquitous Systems: Computing, 2016

Mobilegt: A system to collect mobile traffic trace and build the ground truth.

Zhen Liu, Ruoyu Wang

Proceedings of the 26th International Telecommunication Networks and Applications Conference, 2016

Research on mobile network traffic taxonomy.

Zhen Liu, Ruoyu Wang, Deyu Tang

Proceedings of the International Conference on Computer, 2016

2015

Identifying Internet background radiation traffic based on traffic source distribution.

Ruoyu Wang, Zhen Liu, Ming Tao, Ling Zhang

J. High Speed Networks, 2015

A class-oriented feature selection approach for multi-class imbalanced network traffic datasets based on local and global metrics fusion.

Zhen Liu, Ruoyu Wang, Ming Tao, Xianfa Cai

Neurocomputing, 2015

2014

Large traffic flows classification method.

Qiong Liu, Zhen Liu, Ruoyu Wang, Changqiao Xu

Proceedings of the IEEE International Conference on Communications, 2014

2013

Classifying imbalanced Internet traffic based PCDD: a per concept drift detection method.

Ruoyu Wang, Ling Zhang, Zhen Liu

Smart Comput. Rev., 2013

A Novel Method of Filtering Internet Background Radiation Traffic.

Ruoyu Wang, Ling Zhang, Zhen Liu

Proceedings of the 2013 Fourth International Conference on Emerging Intelligent Data and Web Technologies, 2013